Github user davies commented on a diff in the pull request:

    https://github.com/apache/spark/pull/2205#discussion_r17071170
  
    --- Diff: python/pyspark/accumulators.py ---
    @@ -94,6 +94,9 @@
     from pyspark.serializers import read_int, PickleSerializer
     
     
    +__all__ = ['Accumulator', 'AccumulatorParam']
    --- End diff --
    
    I think `AddingAccumulatorParam` is just part of implementation details, 
only `Accumulator` and `AccumulatorParam` are used in API.
    
    Right now, I would like to keep the minimized public classes, it's easy to 
add others later.


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